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README.md
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# IITB PML Semester 1 — IPL Image Dataset
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963 IPL cricket images, uniformly processed to **800 × 600 px JPEG**, prepared for the Practical Machine Learning course, Semester 1, IIT Bombay.
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## Dataset Details
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> Split is random with `seed=42` for reproducibility.
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### Source breakdown
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| Source | Count |
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|---|---|
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| FINAL_VERIFIED_IPL_2 | 277 |
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| FINAL_VERIFIED_IPL_686 | 686 |
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### Processing pipeline
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- **4:3 images (915):** direct resize to 800×600 via Lanczos — full frame preserved
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- **Non-4:3 images (48):** scale-to-cover + centre crop to 800×600
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```
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pip install huggingface_hub pillow scikit-learn matplotlib numpy
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```
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# IITB PML Semester 1 — IPL Image Dataset
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> **Dataset on Hugging Face:** [goyaljai/IITB-PML-SEM1](https://huggingface.co/datasets/goyaljai/IITB-PML-SEM1)
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963 IPL cricket images, uniformly processed to **800 × 600 px JPEG**, prepared for the Practical Machine Learning course, Semester 1, IIT Bombay.
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## Dataset Details
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> Split is random with `seed=42` for reproducibility.
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---
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```
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pip install huggingface_hub pillow scikit-learn matplotlib numpy
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```
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